Results 261 to 270 of about 10,388,998 (324)

Material Evolution with Nanotechnology, Nanoarchitectonics, and Materials Informatics: What will be the Next Paradigm Shift in Nanoporous Materials?

Advances in Materials, 2021
Materials science and chemistry have played a central and significant role in advancing society. With the shift toward sustainable living, it is anticipated that the development of functional materials will continue to be vital for sustaining life on our
Watcharop Chaikittisilp, Y. Yamauchi, K. Ariga   +2 more
semanticscholar   +1 more source

Frontiers in nonviral delivery of small molecule and genetic drugs, driven by polymer chemistry and machine learning for materials informatics.

Chemical Communications, 2023
Materials informatics (MI) has immense potential to accelerate the pace of innovation and new product development in biotechnology. Close collaborations between skilled physical and life scientists with data scientists are being established in pursuit of
Jeffrey M. Ting, Teresa Tamayo-Mendoza, Shannon R. Petersen, Jared Van Reet, Usman Ahmed, Nathaniel J. Snell, John D. Fisher, M. Stern, Felipe Oviedo   +8 more
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A highly interpretable materials informatics approach for predicting microstructure-property relationship in fabric composites

Composites Science And Technology, 2022
Multiscale properties of fabric-reinforced composites are commonly modeled via numerical and experimental methods, which are often highly time-consuming and complex.
T. Olfatbakhsh, A. Milani
semanticscholar   +1 more source

Engineering Materials Informatics

MRS Bulletin, 2006
AbstractThis article discusses the need for materials data and materials data management software during product development. Key issues are the changing materials data needs (from general to specific) as the design process proceeds, as well as the requirements for software systems that can automate the key data management tasks: capture, analysis ...
D. Cebon, M.F. Ashby
openaire   +1 more source

Materials informatics for dielectric materials

Japanese Journal of Applied Physics, 2018
We report on the search for new dielectric materials suitable for use in ceramic capacitors at high frequencies and temperatures by a large set of first-principles calculations. Crystal data of 3,382 candidate compounds were obtained from the Materials Project database.
Yuji Umeda, Hiroyuki Hayashi, Hiroki Moriwake, Isao Tanaka   +3 more
openaire   +1 more source

Insights into adsorbent materials for lithium extraction by capacitive deionization: reconceptualizing the role of materials informatics

Journal of Materials Chemistry A
The potential of materials informatics in designing lithium extraction materials for capacitive deionization have been discussed.
Liang Bai, Ruibo Xu, Wenjie Wu, Chenchen Ma, Sheng Li, Huimin Gao, Dan Luo, BoTong Liu, S. Melhi, Yadong Zhao, Zhong Liu, Y. Yamauchi, Xingtao Xu   +12 more
semanticscholar   +1 more source

Materials Informatics: Statistical Modeling in Material Science

Molecular Informatics, 2016
AbstractMaterial informatics is engaged with the application of informatic principles to materials science in order to assist in the discovery and development of new materials. Central to the field is the application of data mining techniques and in particular machine learning approaches, often referred to as Quantitative Structure Activity ...
Abraham, Yosipof, Klimentiy, Shimanovich, Hanoch, Senderowitz   +2 more
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Resampling Techniques for Materials Informatics: Limitations in Crystal Point Groups Classification

Journal of Chemical Information and Modeling, 2022
Imbalanced data sets in materials informatics are pervasive and pose a challenge to the development of classification models. This work investigates crystal point group prediction as an example of an imbalanced classification problem in materials ...
Abdulmohsen A. Alsaui, Yousef A. Alghofaili, Mohammed Alghadeer, F. Alharbi   +3 more
semanticscholar   +1 more source

A materials informatics framework based on reduced‐order models for extracting structure–property linkages of additively manufactured continuous fiber‐reinforced polymer composites

Polymer Composites
The innovative combination of additive manufacturing (AM) and continuous fiber‐reinforced polymer composites (CFRPCs) confers products with the dual advantages of integrated manufacturing and designability of properties, but lack an efficient and ...
Yawen Zhang, Shanshan Shi, Yunzhuo Lu, Ruixian Qin, Xu Zhang, Jianxin Xu, Bingzhi Chen   +6 more
semanticscholar   +1 more source

Materials Informatics for 2D Materials Combined with Sparse Modeling and Chemical Perspective: Toward Small-Data-Driven Chemistry and Materials Science

Bulletin of the Chemical Society of Japan, 2021
Application of data-scientific approach to conventional sciences, such as chemo-informatics, bio-informatics, and materials informatics (MI), has attracted much interest toward data-driven research...
Y. Oaki, Y. Igarashi
semanticscholar   +1 more source